The antique shop was hers, and hers alone, thanks to a judicious investment and a father who'd always favoured her. She ran her fingers across the velvet rope, a silent command to the clerk to clear the space for her. The thought of her newly discovered half-sibling, some waitress in Ohio, filled her with a quiet, inner satisfaction. Let *them* have the hand-me-down inheritance; *she* had the real treasures, the things that truly mattered.

The email lay open on her tablet, a passive-aggressive missive from the lawyer. β€œβ€¦ equally entitled to a portion…” The gall! She flicked the screen off with a dismissive gesture. Outside, the rain seemed to bow to her presence, the cobblestone street gleaming under a quickly-appearing rainbow. Another lucky day.

She selected a delicate music box, its notes tinkling a delicate melody as she held it. The shop owner, a man whose face had often held the vague disapproval only a well-established wealth could elicit, now watched her with an odd deference. He knew who signed the checks.

Emotion: smug

Cluster: Positive / Joy
PC1 (Valence): 3.43 Positive
PC2 (Disposition): 1.71

Role in Research

This story is one of 1,000 stories generated for the emotion smug. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.

Promoted:
de1.109
l0.615
la0.585
😎0.570
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455